settings =
{'camera_id': '0', 'row_slice': [197, 649], 'index2wavelength_range': [397.35239556600595, 823.5444046337864, 0.2085273916954825], 'resolution': [772, 2064], 'fwhm_nm': 4, 'exposure_ms': 10, 'longitude': -17.7, 'latitude': 146.1, 'datetime_str': '2021-05-26 03:26', 'altitude': 0.12, 'radiosonde_station_num': 94299, 'radiosonde_region': 'pac', 'sixs_path': 'assets/6SV1.1/sixsV1.1', 'luminance': 30000}
calibration =
{'camera_id': '0', 'HgAr_pic': array([[32, 30, 30, ..., 31, 31, 32],
[32, 32, 34, ..., 33, 32, 32],
[32, 31, 30, ..., 32, 32, 31],
...,
[31, 31, 31, ..., 33, 31, 33],
[29, 32, 31, ..., 31, 31, 32],
[32, 32, 32, ..., 31, 32, 33]], dtype=uint32), 'flat_field_pic': array([[33, 34, 33, ..., 34, 36, 33],
[34, 33, 36, ..., 33, 33, 35],
[33, 33, 32, ..., 33, 35, 32],
...,
[33, 32, 34, ..., 36, 32, 37],
[35, 33, 34, ..., 34, 33, 33],
[33, 33, 33, ..., 31, 33, 36]], dtype=uint32), 'smile_shifts': array([ 9, 9, 10, 10, 10, 10, 10, 10, 9, 9, 9, 9, 9, 9, 9, 9, 9,
9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9, 9,
9, 9, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8, 8,
8, 8, 8, 8, 8, 8, 8, 7, 8, 8, 8, 7, 7, 7, 7, 7, 7,
7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7, 7,
7, 7, 7, 7, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6,
6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 6, 5, 5,
5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5,
5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 5, 4, 4, 4, 4, 4, 4,
4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4, 4,
4, 4, 4, 4, 4, 4, 4, 4, 3, 3, 3, 3, 3, 3, 3, 3, 3,
3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,
3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3,
3, 3, 3, 3, 3, 2, 3, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
2, 2, 1, 1, 1, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2, 2,
2, 1, 2, 2, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 1, 1, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0], dtype=int16), 'rad_ref': <xarray.DataArray 'datacube' (luminance: 13, exposure: 9, cross_track: 452, wavelength: 108)>
array([[[[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
...,
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0]],
[[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
...,
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0]],
[[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
...,
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0]],
...,
[[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
...,
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0]],
[[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
...,
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0]],
[[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
...,
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0],
[ 0, 0, 0, ..., 0, 0, 0]]],
[[[ 634, 643, 652, ..., 630, 631, 631],
[ 636, 642, 648, ..., 640, 642, 643],
[ 635, 642, 648, ..., 847, 857, 857],
...,
[ 634, 640, 647, ..., 1072, 1051, 1031],
[ 633, 640, 647, ..., 1072, 1048, 1025],
[ 635, 642, 647, ..., 1067, 1042, 1021]],
[[ 639, 651, 659, ..., 636, 636, 635],
[ 641, 649, 656, ..., 647, 648, 650],
[ 641, 650, 657, ..., 899, 909, 908],
...,
[ 641, 649, 656, ..., 1171, 1148, 1120],
[ 639, 647, 656, ..., 1169, 1143, 1112],
[ 639, 650, 655, ..., 1162, 1133, 1110]],
[[ 645, 657, 668, ..., 639, 640, 640],
[ 645, 656, 664, ..., 651, 654, 656],
[ 647, 657, 666, ..., 951, 958, 961],
...,
[ 647, 656, 663, ..., 1267, 1237, 1209],
[ 645, 655, 663, ..., 1267, 1235, 1203],
[ 646, 657, 665, ..., 1259, 1221, 1197]],
...,
[[ 674, 694, 709, ..., 663, 664, 664],
[ 675, 693, 707, ..., 684, 686, 689],
[ 675, 692, 710, ..., 1208, 1221, 1222],
...,
[ 675, 690, 707, ..., 1750, 1699, 1651],
[ 673, 689, 703, ..., 1747, 1697, 1641],
[ 674, 692, 706, ..., 1732, 1674, 1629]],
[[ 672, 696, 718, ..., 659, 660, 659],
[ 672, 696, 715, ..., 684, 686, 691],
[ 674, 696, 717, ..., 1341, 1357, 1357],
...,
[ 676, 693, 714, ..., 2020, 1963, 1893],
[ 673, 695, 712, ..., 2021, 1957, 1888],
[ 674, 695, 715, ..., 1999, 1934, 1875]],
[[ 700, 730, 758, ..., 681, 682, 681],
[ 702, 730, 759, ..., 715, 719, 722],
[ 702, 732, 759, ..., 1598, 1612, 1613],
...,
[ 705, 730, 755, ..., 2513, 2427, 2343],
[ 701, 729, 753, ..., 2503, 2413, 2328],
[ 703, 731, 758, ..., 2472, 2383, 2310]]],
[[[ 675, 695, 714, ..., 661, 662, 662],
[ 676, 694, 712, ..., 682, 684, 688],
[ 676, 694, 713, ..., 1201, 1213, 1215],
...,
[ 677, 695, 711, ..., 1766, 1715, 1665],
[ 674, 693, 709, ..., 1764, 1711, 1657],
[ 678, 696, 711, ..., 1747, 1694, 1646]],
[[ 689, 712, 735, ..., 673, 674, 672],
[ 689, 713, 734, ..., 698, 697, 702],
[ 691, 713, 734, ..., 1327, 1340, 1342],
...,
[ 692, 710, 733, ..., 2009, 1951, 1886],
[ 689, 711, 730, ..., 2004, 1944, 1881],
[ 692, 713, 734, ..., 1985, 1921, 1866]],
[[ 705, 730, 757, ..., 684, 684, 683],
[ 705, 730, 755, ..., 712, 712, 719],
[ 703, 731, 756, ..., 1450, 1466, 1466],
...,
[ 706, 730, 753, ..., 2248, 2177, 2103],
[ 703, 728, 750, ..., 2245, 2172, 2097],
[ 704, 729, 753, ..., 2219, 2144, 2083]],
...,
[[ 754, 800, 846, ..., 721, 722, 720],
[ 756, 800, 846, ..., 769, 771, 780],
[ 756, 802, 847, ..., 2048, 2077, 2079],
...,
[ 762, 802, 844, ..., 3427, 3304, 3177],
[ 757, 801, 842, ..., 3423, 3301, 3172],
[ 759, 802, 848, ..., 3377, 3255, 3140]],
[[ 815, 873, 929, ..., 772, 772, 772],
[ 816, 873, 929, ..., 833, 838, 846],
[ 818, 875, 931, ..., 2435, 2467, 2476],
...,
[ 824, 877, 926, ..., 4167, 4016, 3860],
[ 818, 875, 925, ..., 4146, 3996, 3844],
[ 818, 876, 928, ..., 4105, 3945, 3802]],
[[ 886, 959, 1037, ..., 827, 830, 826],
[ 887, 959, 1033, ..., 910, 917, 924],
[ 890, 965, 1040, ..., 3046, 3089, 3102],
...,
[ 894, 966, 1039, ..., 5367, 5166, 4944],
[ 891, 964, 1034, ..., 5344, 5147, 4941],
[ 891, 965, 1037, ..., 5280, 5076, 4880]]],
...,
[[[ 1256, 1455, 1665, ..., 1136, 1134, 1130],
[ 1250, 1454, 1664, ..., 1631, 1672, 1719],
[ 1266, 1465, 1677, ..., 8453, 8388, 8278],
...,
[ 1289, 1485, 1684, ..., 11375, 10883, 10387],
[ 1281, 1480, 1676, ..., 11299, 10849, 10367],
[ 1277, 1478, 1681, ..., 11172, 10719, 10247]],
[[ 1384, 1625, 1878, ..., 1240, 1242, 1237],
[ 1383, 1625, 1878, ..., 1845, 1905, 1956],
[ 1398, 1635, 1895, ..., 10098, 10027, 9877],
...,
[ 1427, 1656, 1904, ..., 13615, 13037, 12443],
[ 1416, 1659, 1897, ..., 13539, 12982, 12398],
[ 1411, 1648, 1898, ..., 13371, 12818, 12253]],
[[ 1514, 1795, 2094, ..., 1349, 1352, 1342],
[ 1516, 1795, 2095, ..., 2072, 2137, 2201],
[ 1532, 1815, 2113, ..., 11763, 11677, 11493],
...,
[ 1561, 1840, 2122, ..., 15835, 15165, 14456],
[ 1551, 1828, 2111, ..., 15744, 15096, 14428],
[ 1551, 1830, 2114, ..., 15565, 14911, 14263]],
...,
[[ 2173, 2645, 3167, ..., 1890, 1895, 1878],
[ 2171, 2650, 3162, ..., 3178, 3299, 3410],
[ 2206, 2688, 3193, ..., 20087, 19940, 19583],
...,
[ 2255, 2730, 3213, ..., 27052, 25897, 24684],
[ 2239, 2716, 3187, ..., 26888, 25788, 24605],
[ 2229, 2701, 3198, ..., 26573, 25451, 24327]],
[[ 2540, 3141, 3784, ..., 2204, 2202, 2185],
[ 2540, 3146, 3784, ..., 3822, 3966, 4105],
[ 2581, 3189, 3829, ..., 25052, 24869, 24404],
...,
[ 2642, 3246, 3854, ..., 33746, 32304, 30756],
[ 2627, 3226, 3822, ..., 33531, 32155, 30688],
[ 2618, 3209, 3822, ..., 33171, 31786, 30335]],
[[ 3197, 3990, 4855, ..., 2745, 2745, 2732],
[ 3196, 3993, 4868, ..., 4929, 5130, 5311],
[ 3254, 4052, 4913, ..., 33405, 33127, 32527],
...,
[ 3332, 4126, 4946, ..., 44948, 43032, 40924],
[ 3310, 4100, 4908, ..., 44677, 42827, 40861],
[ 3300, 4086, 4905, ..., 44152, 42297, 40396]]],
[[[ 1274, 1486, 1710, ..., 1198, 1203, 1193],
[ 1274, 1485, 1707, ..., 2650, 2771, 2892],
[ 1286, 1505, 1725, ..., 10606, 10364, 10031],
...,
[ 1309, 1516, 1731, ..., 11979, 11464, 10934],
[ 1302, 1516, 1722, ..., 11860, 11374, 10884],
[ 1299, 1507, 1724, ..., 11778, 11286, 10799]],
[[ 1408, 1657, 1932, ..., 1318, 1321, 1316],
[ 1412, 1663, 1933, ..., 3076, 3217, 3358],
[ 1428, 1684, 1960, ..., 12679, 12391, 11986],
...,
[ 1455, 1704, 1960, ..., 14322, 13717, 13090],
[ 1446, 1696, 1949, ..., 14186, 13629, 13012],
[ 1442, 1694, 1954, ..., 14118, 13514, 12949]],
[[ 1548, 1837, 2157, ..., 1437, 1448, 1439],
[ 1546, 1843, 2153, ..., 3522, 3681, 3861],
[ 1564, 1863, 2179, ..., 14776, 14427, 13949],
...,
[ 1594, 1888, 2185, ..., 16692, 15974, 15225],
[ 1583, 1880, 2175, ..., 16524, 15851, 15137],
[ 1578, 1876, 2177, ..., 16414, 15734, 15045]],
...,
[[ 2201, 2700, 3244, ..., 2036, 2044, 2031],
[ 2211, 2709, 3256, ..., 5703, 5976, 6273],
[ 2244, 2751, 3296, ..., 25196, 24613, 23755],
...,
[ 2289, 2790, 3308, ..., 28509, 27254, 25982],
[ 2278, 2780, 3280, ..., 28224, 27078, 25846],
[ 2266, 2765, 3285, ..., 28041, 26854, 25663]],
[[ 2611, 3231, 3921, ..., 2397, 2410, 2402],
[ 2611, 3247, 3926, ..., 6998, 7352, 7718],
[ 2660, 3288, 3974, ..., 31439, 30713, 29651],
...,
[ 2716, 3342, 3986, ..., 35596, 34055, 32438],
[ 2695, 3323, 3954, ..., 35260, 33792, 32276],
[ 2687, 3307, 3960, ..., 35023, 33521, 32036]],
[[ 3297, 4123, 5031, ..., 3012, 3022, 3010],
[ 3300, 4142, 5042, ..., 9153, 9600, 10092],
[ 3354, 4198, 5108, ..., 41824, 40861, 39439],
...,
[ 3432, 4266, 5133, ..., 47402, 45369, 43180],
[ 3408, 4245, 5090, ..., 46984, 45022, 42994],
[ 3393, 4218, 5089, ..., 46585, 44634, 42654]]],
[[[ 610, 612, 612, ..., 612, 611, 613],
[ 612, 612, 610, ..., 612, 612, 613],
[ 612, 611, 611, ..., 609, 612, 611],
...,
[ 612, 611, 611, ..., 612, 613, 611],
[ 611, 611, 611, ..., 613, 612, 607],
[ 613, 613, 611, ..., 614, 612, 612]],
[[ 610, 612, 612, ..., 612, 611, 612],
[ 612, 611, 609, ..., 614, 614, 615],
[ 612, 611, 611, ..., 610, 613, 612],
...,
[ 612, 611, 611, ..., 612, 614, 612],
[ 611, 610, 612, ..., 614, 614, 608],
[ 614, 614, 612, ..., 615, 613, 613]],
[[ 610, 612, 612, ..., 612, 610, 612],
[ 614, 612, 611, ..., 613, 615, 615],
[ 612, 612, 611, ..., 609, 613, 613],
...,
[ 612, 612, 611, ..., 613, 614, 612],
[ 614, 612, 612, ..., 615, 614, 609],
[ 614, 613, 612, ..., 615, 613, 612]],
...,
[[ 595, 596, 596, ..., 596, 595, 596],
[ 595, 596, 595, ..., 597, 597, 598],
[ 596, 596, 594, ..., 595, 597, 598],
...,
[ 596, 595, 596, ..., 596, 599, 596],
[ 596, 595, 596, ..., 598, 597, 591],
[ 598, 598, 596, ..., 600, 598, 597]],
[[ 595, 598, 597, ..., 596, 595, 597],
[ 597, 597, 596, ..., 599, 599, 600],
[ 597, 598, 596, ..., 594, 598, 597],
...,
[ 598, 596, 596, ..., 597, 600, 597],
[ 597, 597, 597, ..., 599, 600, 593],
[ 597, 598, 597, ..., 601, 597, 597]],
[[ 597, 600, 599, ..., 599, 599, 600],
[ 598, 598, 596, ..., 599, 599, 600],
[ 597, 599, 596, ..., 595, 600, 598],
...,
[ 600, 597, 599, ..., 598, 602, 599],
[ 599, 599, 598, ..., 602, 601, 596],
[ 599, 599, 597, ..., 602, 599, 598]]]], dtype=int32)
Coordinates:
* cross_track (cross_track) int32 0 1 2 3 4 5 6 ... 446 447 448 449 450 451
* wavelength (wavelength) float32 397.3 401.3 405.2 ... 813.3 817.3 821.3
* luminance (luminance) int32 0 2500 5000 7500 ... 45000 47500 50000 0
* exposure (exposure) int32 5 6 7 8 9 10 12 15 20, 'sfit': <scipy.interpolate.interpolate.interp1d object at 0x12ed98ef0>, 'rad_fit': <scipy.interpolate.interpolate.interp1d object at 0x12eef2360>}